Concepedia

Katherine M. Malan

KM

26

Publications

1.1K

Citations

18

H-Index

2003

Active since

Affiliations

University of Pretoria(Current)

University of South Africa

University of Stirling

Stellenbosch University

Katherine M. Malan is an author at University of Pretoria specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceArtificial IntelligenceData MiningMachine LearningSystems EngineeringFitnessOperations ResearchDesign

Publications per year

2003–2022

26

Publications

26

A survey of techniques for characterising fitness landscapes and some possible ways forward

Katherine M. Malan, Andries P. Engelbrecht · Information Sciences · 2013 · 263 citations

Fitness Measure, Physical Activity, Evolution Strategy +7

A Survey of Advances in Landscape Analysis for Optimisation

Katherine M. Malan · Algorithms · 2021 · 124 citations · Full text

Artificial Intelligence, Engineering, Fitness +21

Quantifying ruggedness of continuous landscapes using entropy

Katherine M. Malan, Andries P. Engelbrecht · 2009 · 110 citations

Artificial Intelligence, Engineering, Geomorphology +20

Search trajectory networks: A tool for analysing and visualising the behaviour of metaheuristics

Gabriela Ochoa, Katherine M. Malan, Christian Blum · Applied Soft Computing · 2021 · 96 citations · Full text

Artificial Intelligence, Network Science, Engineering +13

A progressive random walk algorithm for sampling continuous fitness landscapes

Katherine M. Malan, Andries P. Engelbrecht · 2014 · 41 citations

Evolution Strategy, Network Science, Random Walks +15

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